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tool.ts
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tool.ts
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import {
BaseMessage,
BaseMessageChunk,
type BaseMessageFields,
mergeContent,
_mergeDicts,
type MessageType,
_mergeObj,
} from "./base.js";
export interface ToolMessageFieldsWithToolCallId extends BaseMessageFields {
/**
* Artifact of the Tool execution which is not meant to be sent to the model.
*
* Should only be specified if it is different from the message content, e.g. if only
* a subset of the full tool output is being passed as message content but the full
* output is needed in other parts of the code.
*/
// eslint-disable-next-line @typescript-eslint/no-explicit-any
artifact?: any;
tool_call_id: string;
}
/**
* Represents a tool message in a conversation.
*/
export class ToolMessage extends BaseMessage {
static lc_name() {
return "ToolMessage";
}
get lc_aliases(): Record<string, string> {
// exclude snake case conversion to pascal case
return { tool_call_id: "tool_call_id" };
}
tool_call_id: string;
/**
* Artifact of the Tool execution which is not meant to be sent to the model.
*
* Should only be specified if it is different from the message content, e.g. if only
* a subset of the full tool output is being passed as message content but the full
* output is needed in other parts of the code.
*/
// eslint-disable-next-line @typescript-eslint/no-explicit-any
artifact?: any;
constructor(fields: ToolMessageFieldsWithToolCallId);
constructor(
fields: string | BaseMessageFields,
tool_call_id: string,
name?: string
);
constructor(
fields: string | ToolMessageFieldsWithToolCallId,
tool_call_id?: string,
name?: string
) {
if (typeof fields === "string") {
// eslint-disable-next-line no-param-reassign, @typescript-eslint/no-non-null-assertion
fields = { content: fields, name, tool_call_id: tool_call_id! };
}
super(fields);
this.tool_call_id = fields.tool_call_id;
this.artifact = fields.artifact;
}
_getType(): MessageType {
return "tool";
}
static isInstance(message: BaseMessage): message is ToolMessage {
return message._getType() === "tool";
}
override get _printableFields(): Record<string, unknown> {
return {
...super._printableFields,
tool_call_id: this.tool_call_id,
artifact: this.artifact,
};
}
}
/**
* Represents a chunk of a tool message, which can be concatenated
* with other tool message chunks.
*/
export class ToolMessageChunk extends BaseMessageChunk {
tool_call_id: string;
/**
* Artifact of the Tool execution which is not meant to be sent to the model.
*
* Should only be specified if it is different from the message content, e.g. if only
* a subset of the full tool output is being passed as message content but the full
* output is needed in other parts of the code.
*/
// eslint-disable-next-line @typescript-eslint/no-explicit-any
artifact?: any;
constructor(fields: ToolMessageFieldsWithToolCallId) {
super(fields);
this.tool_call_id = fields.tool_call_id;
this.artifact = fields.artifact;
}
static lc_name() {
return "ToolMessageChunk";
}
_getType(): MessageType {
return "tool";
}
concat(chunk: ToolMessageChunk) {
return new ToolMessageChunk({
content: mergeContent(this.content, chunk.content),
additional_kwargs: _mergeDicts(
this.additional_kwargs,
chunk.additional_kwargs
),
response_metadata: _mergeDicts(
this.response_metadata,
chunk.response_metadata
),
artifact: _mergeObj(this.artifact, chunk.artifact),
tool_call_id: this.tool_call_id,
id: this.id ?? chunk.id,
});
}
override get _printableFields(): Record<string, unknown> {
return {
...super._printableFields,
tool_call_id: this.tool_call_id,
artifact: this.artifact,
};
}
}
/**
* A call to a tool.
* @property {string} name - The name of the tool to be called
* @property {Record<string, any>} args - The arguments to the tool call
* @property {string} [id] - If provided, an identifier associated with the tool call
*/
export type ToolCall = {
name: string;
// eslint-disable-next-line @typescript-eslint/no-explicit-any
args: Record<string, any>;
id?: string;
type?: "tool_call";
};
/**
* A chunk of a tool call (e.g., as part of a stream).
* When merging ToolCallChunks (e.g., via AIMessageChunk.__add__),
* all string attributes are concatenated. Chunks are only merged if their
* values of `index` are equal and not None.
*
* @example
* ```ts
* const leftChunks = [
* {
* name: "foo",
* args: '{"a":',
* index: 0
* }
* ];
*
* const leftAIMessageChunk = new AIMessageChunk({
* content: "",
* tool_call_chunks: leftChunks
* });
*
* const rightChunks = [
* {
* name: undefined,
* args: '1}',
* index: 0
* }
* ];
*
* const rightAIMessageChunk = new AIMessageChunk({
* content: "",
* tool_call_chunks: rightChunks
* });
*
* const result = leftAIMessageChunk.concat(rightAIMessageChunk);
* // result.tool_call_chunks is equal to:
* // [
* // {
* // name: "foo",
* // args: '{"a":1}'
* // index: 0
* // }
* // ]
* ```
*
* @property {string} [name] - If provided, a substring of the name of the tool to be called
* @property {string} [args] - If provided, a JSON substring of the arguments to the tool call
* @property {string} [id] - If provided, a substring of an identifier for the tool call
* @property {number} [index] - If provided, the index of the tool call in a sequence
*/
export type ToolCallChunk = {
name?: string;
args?: string;
id?: string;
index?: number;
type?: "tool_call_chunk";
};
export type InvalidToolCall = {
name?: string;
args?: string;
id?: string;
error?: string;
type?: "invalid_tool_call";
};
export function defaultToolCallParser(
// eslint-disable-next-line @typescript-eslint/no-explicit-any
rawToolCalls: Record<string, any>[]
): [ToolCall[], InvalidToolCall[]] {
const toolCalls: ToolCall[] = [];
const invalidToolCalls: InvalidToolCall[] = [];
for (const toolCall of rawToolCalls) {
if (!toolCall.function) {
continue;
} else {
const functionName = toolCall.function.name;
try {
const functionArgs = JSON.parse(toolCall.function.arguments);
const parsed = {
name: functionName || "",
args: functionArgs || {},
id: toolCall.id,
};
toolCalls.push(parsed);
} catch (error) {
invalidToolCalls.push({
name: functionName,
args: toolCall.function.arguments,
id: toolCall.id,
error: "Malformed args.",
});
}
}
}
return [toolCalls, invalidToolCalls];
}